Evidence map›Paper›PMID 34052234›Full record

ArticleInternational journal of psychophysiology : official journal of the International Organization of Psychophysiology2021

Ocular measures during associative learning predict recall accuracy.

Aakash A Dave, Matthew Lehet, Vaibhav A Diwadkar, Katharine N Thakkar

Open access · greenAbstract read
In one paragraph

Article in International journal of psychophysiology : official journal of the International Organization of Psychophysiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.5field-weighted citation impact, top 19% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 1 country.

Aakash A DaveDepartment of Psychology, Michigan State University, East Lansing, MI, USA; Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, USA.
Matthew LehetDepartment of Psychology, Michigan State University, East Lansing, MI, USA.
Vaibhav A DiwadkarDepartment of Psychiatry and Behavioral Neuroscience, Wayne State University School of Medicine, Detroit, MI, USA.
Katharine N ThakkarDepartment of Psychology, Michigan State University, East Lansing, MI, USA; Department of Psychiatry and Behavioral Medicine, Michigan State University, East Lansing, MI, USA. Electronic address: kthakkar@msu.edu.
Michigan State University · USWayne State University · US

Funding

Advancing innovative brain imaging to detect altered glutamate modulation and network dynamics in schizophreniaR01MH111177 · NIMH · WAYNE STATE UNIVERSITY · PI DIWADKAR, VAIBHAV A., STANLEY, JEFFREY A · 2016 to 2020
$2.9M
NIMH NIH HHS R01 MH111177
6 · The paper itself

Abstract

The ability to form associations between stimuli and commit those associations to memory is a cornerstone of human cognition. Dopamine and noradrenaline are critical neuromodulators implicated in a range of cognitive functions, including learning and memory. Eye blink rate (EBR) and pupil diameter have been shown to index dopaminergic and noradrenergic activity. Here, we examined how these ocular measures relate to accuracy in a paired-associate learning task where participants (N = 73) learned consistent object-location associations over eight trials consisting of pre-trial fixation, encoding, delay, and retrieval epochs. In order to examine how within-subject changes and between-subject changes in ocular metrics related to accuracy, we mean centered individual metric values on each trial based on within-person and across-subject means for each epoch. Within-participant variation in EBR was positively related to accuracy in both encoding and delay epochs: faster EBR within the individual predicted better retrieval. Differences in EBR across participants was negatively related to accuracy in the encoding epoch and in early trials of the pre-trial fixation: faster EBR, relative to other subjects, predicted poorer retrieval. Visual scanning behavior in pre-trial fixation and delay epochs was also positively related to accuracy in early trials: more scanning predicted better retrieval. We found no relationship between pupil diameter and accuracy. These results provide novel evidence supporting the utility of ocular metrics in illuminating cognitive and neurobiological mechanisms of paired-associate learning.

Indexed as

BlinkingMental RecallHumansLearningPaired-Associate LearningPupilAssociative learningEye blinkMemoryPupil

Identifiers

PMID34052234
PMCPMC8286353
OpenAlexW3164710125

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.